Side-by-side comparison of AI visibility scores, market position, and capabilities
Liqid provides composable infrastructure software that disaggregates and dynamically pools data center hardware — compute, storage, GPU, and networking — into on-demand logical machines; deployed in HPC, AI, and enterprise data centers;
Liqid is a technology company specializing in composable infrastructure software for modern data centers. Founded in 2015 and headquartered in Washington, DC, Liqid's platform allows data center operators to disaggregate physical hardware — CPUs, GPUs, NVMe storage, and networking resources — from fixed server configurations and instead pool these resources in a software-defined fabric. Workloads can then be allocated precise combinations of hardware on demand, with compositions changing dynamically as workload requirements shift. This eliminates the overprovisioning and stranded capacity that plagues traditional rack-and-stack server architectures.
Amazon (NASDAQ: AMZN) AWS world's largest cloud at $115B FY2024 revenue with 30% market share; 200+ services with Bedrock AI platform and Trainium custom chips competing with Azure and Google Cloud for enterprise and AI infrastructure.
Amazon Web Services (AWS) is the cloud computing division of Amazon.com, Inc. (NASDAQ: AMZN) — headquartered in Seattle, Washington — operating the world's largest and most comprehensive cloud platform with 200+ services spanning compute (EC2, Lambda, ECS, EKS), storage (S3, EBS, EFS), databases (RDS, DynamoDB, Redshift, Aurora), AI and machine learning (SageMaker, Bedrock, Rekognition, Polly), networking (VPC, Route 53, CloudFront CDN), developer tools (CodeBuild, CodeDeploy, CodePipeline), and industry-specific cloud services for healthcare, financial services, and government. AWS generated $115 billion in revenue in fiscal year 2024 (+18% year-over-year) and $33 billion in Q3 2025 revenue (+20% year-over-year), maintaining approximately 30% global cloud infrastructure market share as the largest of the three dominant hyperscale cloud providers.
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